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文章基本信息

  • 标题:A Bayesian Large Deviations Probabilistic Interpretation and Justification of Empirical Likelihood
  • 本地全文:下载
  • 作者:Grendar, Marian ; Judge, George G.
  • 期刊名称:Journal of Food Distribution Research
  • 印刷版ISSN:0047-245X
  • 出版年度:2007
  • 期号:SUPPL
  • 出版社:Food Distribution Research Society
  • 摘要:In this paper we demonstrate, in a parametric Estimating Equations setting, that the Empirical Likelihood (EL) method is an asymptotic instance of the Bayesian non-parametric Maximum-A-Posteriori approach. The resulting probabilistic interpretation and justifcation of EL rests on Bayesian non-parametric consistency in L-divergence.
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